Pandas Profiling Report

Dataset statistics

Number of variables	10
Number of observations	836
Missing cells	313
Missing cells (%)	3.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	65.4 KiB
Average record size in memory	80.2 B

Variable types

Numeric	9
Categorical	1

Alerts

`Brand me` has a high cardinality: 427 distinct values	High cardinality
`Ratings` is highly correlated with `Mobile_Size` and 2 other fields	High correlation
`ROM` is highly correlated with `Mobile_Size` and 1 other fields	High correlation
`Mobile_Size` is highly correlated with `Ratings` and 3 other fields	High correlation
`Battery_Power` is highly correlated with `Ratings` and 2 other fields	High correlation
`Price` is highly correlated with `Ratings` and 3 other fields	High correlation
`Ratings` is highly correlated with `Mobile_Size` and 1 other fields	High correlation
`Mobile_Size` is highly correlated with `Ratings` and 1 other fields	High correlation
`Price` is highly correlated with `Ratings` and 1 other fields	High correlation
`Ratings` is highly correlated with `ROM` and 4 other fields	High correlation
`ROM` is highly correlated with `Ratings` and 2 other fields	High correlation
`Mobile_Size` is highly correlated with `Ratings` and 2 other fields	High correlation
`Primary_Cam` is highly correlated with `Ratings`	High correlation
`Battery_Power` is highly correlated with `Ratings` and 2 other fields	High correlation
`Price` is highly correlated with `Ratings`	High correlation
`Ratings` has 31 (3.7%) missing values	Missing
`Selfi_Cam` has 269 (32.2%) missing values	Missing
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique

Reproduction

Analysis started	2022-02-17 02:31:46.357099
Analysis finished	2022-02-17 02:32:00.440622
Duration	14.08 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

UNIFORM
UNIQUE

Distinct	836
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	417.5

Minimum	0
Maximum	835
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	41.75
Q1	208.75
median	417.5
Q3	626.25
95-th percentile	793.25
Maximum	835
Range	835
Interquartile range (IQR)	417.5

Descriptive statistics

Standard deviation	241.476707
Coefficient of variation (CV)	0.578387322
Kurtosis	-1.2
Mean	417.5
Median Absolute Deviation (MAD)	209
Skewness	0
Sum	349030
Variance	58311
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
835	1	0.1%
312	1	0.1%
284	1	0.1%
283	1	0.1%
282	1	0.1%
281	1	0.1%
280	1	0.1%
279	1	0.1%
278	1	0.1%
277	1	0.1%
Other values (826)	826	98.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
835	1	0.1%
834	1	0.1%
833	1	0.1%
832	1	0.1%
831	1	0.1%
830	1	0.1%
829	1	0.1%
828	1	0.1%
827	1	0.1%
826	1	0.1%

Brand me
Categorical

HIGH CARDINALITY

Distinct	427
Distinct (%)	51.1%
Missing	0
Missing (%)	0.0%
Memory size	6.7 KiB

Kechaoda A27	11
Jivi R21Plus	8
Easyfone Star	8
Lava 34	8
MTR Ferrari	7
Other values (422)	794

Length

Max length	45
Median length	17
Mean length	20.89593301
Min length	6

Characters and Unicode

Total characters	0
Distinct characters	0
Distinct categories	0 ?
Distinct scripts	0 ?
Distinct blocks	0 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	212 ?
Unique (%)	25.4%

Sample

1st row	LG V30+ (Black, 128 )
2nd row	I Kall K11
3rd row	Nokia 105 ss
4th row	Samsung Galaxy A50 (White, 64 )
5th row	POCO F1 (Steel Blue, 128 )

Common Values

Value	Count	Frequency (%)
Kechaoda A27	11	1.3%
Jivi R21Plus	8	1.0%
Easyfone Star	8	1.0%
Lava 34	8	1.0%
MTR Ferrari	7	0.8%
Nokia 3310 DS	6	0.7%
I Kall K11	6	0.7%
Nokia 105	6	0.7%
Snexian Guru 332	6	0.7%
Inovu A9	6	0.7%
Other values (417)	764	91.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	359	9.8%
128	135	3.7%
black	111	3.0%
64	95	2.6%
pro	82	2.2%
blue	72	2.0%
samsung	70	1.9%
i	62	1.7%
kall	61	1.7%
galaxy	60	1.6%
Other values (494)	2551	69.7%

Most occurring characters

Value	Count	Frequency (%)
No values found.

Most occurring categories

Value	Count	Frequency (%)
No values found.

Most frequent character per category

Most occurring scripts

Value	Count	Frequency (%)
No values found.

Most frequent character per script

Most occurring blocks

Value	Count	Frequency (%)
No values found.

Most frequent character per block

Ratings
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	20
Distinct (%)	2.5%
Missing	31
Missing (%)	3.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.10310559

Minimum	2.8
Maximum	4.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	2.8
5-th percentile	3.5
Q1	3.8
median	4.1
Q3	4.4
95-th percentile	4.6
Maximum	4.8
Range	2
Interquartile range (IQR)	0.6

Descriptive statistics

Standard deviation	0.3653564947
Coefficient of variation (CV)	0.08904389289
Kurtosis	-0.2700665768
Mean	4.10310559
Median Absolute Deviation (MAD)	0.3
Skewness	-0.5191798924
Sum	3303
Variance	0.1334853682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4.5	109	13.0%
4.1	97	11.6%
4.4	91	10.9%
3.9	74	8.9%
4.3	72	8.6%
3.8	63	7.5%
4.2	58	6.9%
4	43	5.1%
3.7	36	4.3%
3.6	34	4.1%
Other values (10)	128	15.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.8	2	0.2%
3	4	0.5%
3.1	1	0.1%
3.2	3	0.4%
3.3	2	0.2%
3.4	27	3.2%
3.5	32	3.8%
3.6	34	4.1%
3.7	36	4.3%
3.8	63	7.5%

Value	Count	Frequency (%)
4.8	1	0.1%
4.7	25	3.0%
4.6	31	3.7%
4.5	109	13.0%
4.4	91	10.9%
4.3	72	8.6%
4.2	58	6.9%
4.1	97	11.6%
4	43	5.1%
3.9	74	8.9%

RAM
Real number (ℝ_≥0)

Distinct	13
Distinct (%)	1.6%
Missing	7
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.066344994

Minimum	0
Maximum	34
Zeros	2
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	6
Q3	6
95-th percentile	8
Maximum	34
Range	34
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.530335523
Coefficient of variation (CV)	0.4171103894
Kurtosis	30.67203564
Mean	6.066344994
Median Absolute Deviation (MAD)	0
Skewness	3.267384882
Sum	5029
Variance	6.402597857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
6	430	51.4%
8	158	18.9%
4	113	13.5%
3	40	4.8%
12	31	3.7%
2	21	2.5%
1	20	2.4%
10	7	0.8%
5	4	0.5%
0	2	0.2%
Other values (3)	3	0.4%
(Missing)	7	0.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.2%
1	20	2.4%
2	21	2.5%
3	40	4.8%
4	113	13.5%
5	4	0.5%
6	430	51.4%
8	158	18.9%
10	7	0.8%
12	31	3.7%

Value	Count	Frequency (%)
34	1	0.1%
30	1	0.1%
25	1	0.1%
12	31	3.7%
10	7	0.8%
8	158	18.9%
6	430	51.4%
5	4	0.5%
4	113	13.5%
3	40	4.8%

ROM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	22
Distinct (%)	2.6%
Missing	4
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	64.37307692

Minimum	0
Maximum	256
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	32
median	40
Q3	64
95-th percentile	128
Maximum	256
Range	256
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	53.44782488
Coefficient of variation (CV)	0.8302822769
Kurtosis	4.103707674
Mean	64.37307692
Median Absolute Deviation (MAD)	24
Skewness	1.932462432
Sum	53558.4
Variance	2856.669984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
32	316	37.8%
64	236	28.2%
128	142	17.0%
256	33	3.9%
16	29	3.5%
4	25	3.0%
24	14	1.7%
25	10	1.2%
3	3	0.4%
40	3	0.4%
Other values (12)	21	2.5%
(Missing)	4	0.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
2	1	0.1%
2.4	1	0.1%
3	3	0.4%
4	25	3.0%
8	3	0.4%
10	1	0.1%
12	3	0.4%
15	1	0.1%
16	29	3.5%

Value	Count	Frequency (%)
256	33	3.9%
128	142	17.0%
64	236	28.2%
56	2	0.2%
51	1	0.1%
40	3	0.4%
35	3	0.4%
32	316	37.8%
25	10	1.2%
24	14	1.7%

Mobile_Size
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	47
Distinct (%)	5.6%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	5.597281775

Minimum	2
Maximum	44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	2
5-th percentile	4.4
Q1	4.5
median	4.77
Q3	6.3
95-th percentile	6.67
Maximum	44
Range	42
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	3.89866446
Coefficient of variation (CV)	0.6965281751
Kurtosis	88.06812246
Mean	5.597281775
Median Absolute Deviation (MAD)	0.27
Skewness	9.182997701
Sum	4668.133
Variance	15.19958457
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
4.5	189	22.6%
4.54	143	17.1%
4.77	57	6.8%
6.5	37	4.4%
6.7	28	3.3%
6.4	24	2.9%
4.4	23	2.8%
6.2	23	2.8%
5.5	19	2.3%
6.44	19	2.3%
Other values (37)	272	32.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	9	1.1%
3.7	15	1.8%
4.4	23	2.8%
4.5	189	22.6%
4.503	1	0.1%
4.52	3	0.4%
4.54	143	17.1%
4.57	2	0.2%
4.58	13	1.6%
4.7	18	2.2%

Value	Count	Frequency (%)
44	8	1.0%
7	2	0.2%
6.7	28	3.3%
6.67	13	1.6%
6.6	4	0.5%
6.59	4	0.5%
6.55	4	0.5%
6.53	11	1.3%
6.52	2	0.2%
6.5	37	4.4%

Primary_Cam
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	11
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.98325359

Minimum	5
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	5
5-th percentile	35
Q1	48
median	48
Q3	48
95-th percentile	64
Maximum	64
Range	59
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.17009296
Coefficient of variation (CV)	0.2327914871
Kurtosis	1.506861361
Mean	47.98325359
Median Absolute Deviation (MAD)	0
Skewness	-0.6192262891
Sum	40114
Variance	124.7709767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
48	458	54.8%
64	183	21.9%
35	83	9.9%
38	72	8.6%
25	11	1.3%
8	9	1.1%
16	6	0.7%
20	5	0.6%
26	4	0.5%
40	3	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	2	0.2%
8	9	1.1%
16	6	0.7%
20	5	0.6%
25	11	1.3%
26	4	0.5%
35	83	9.9%
38	72	8.6%
40	3	0.4%
48	458	54.8%

Value	Count	Frequency (%)
64	183	21.9%
48	458	54.8%
40	3	0.4%
38	72	8.6%
35	83	9.9%
26	4	0.5%
25	11	1.3%
20	5	0.6%
16	6	0.7%
8	9	1.1%

Selfi_Cam
Real number (ℝ_≥0)

MISSING

Distinct	23
Distinct (%)	4.1%
Missing	269
Missing (%)	32.2%
Infinite	0
Infinite (%)	0.0%
Mean	9.784832451

Minimum	0
Maximum	61
Zeros	5
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	8
Q3	13
95-th percentile	20
Maximum	61
Range	61
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.503838165
Coefficient of variation (CV)	0.6646856957
Kurtosis	7.3009124
Mean	9.784832451
Median Absolute Deviation (MAD)	4
Skewness	1.621974765
Sum	5548
Variance	42.29991088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
8	114	13.6%
5	100	12.0%
12	80	9.6%
13	66	7.9%
2	60	7.2%
20	31	3.7%
1	21	2.5%
15	20	2.4%
32	9	1.1%
16	9	1.1%
Other values (13)	57	6.8%
(Missing)	269	32.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	0.6%
1	21	2.5%
2	60	7.2%
4	1	0.1%
5	100	12.0%
6	1	0.1%
7	9	1.1%
8	114	13.6%
10	2	0.2%
11	8	1.0%

Value	Count	Frequency (%)
61	1	0.1%
32	9	1.1%
23	7	0.8%
22	7	0.8%
21	3	0.4%
20	31	3.7%
18	5	0.6%
17	1	0.1%
16	9	1.1%
15	20	2.4%

Battery_Power
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	49
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3274.688995

Minimum	1020
Maximum	6000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	1020
5-th percentile	1200
Q1	3000
median	3000
Q3	3800
95-th percentile	4720
Maximum	6000
Range	4980
Interquartile range (IQR)	800

Descriptive statistics

Standard deviation	927.5188518
Coefficient of variation (CV)	0.2832387604
Kurtosis	0.5782028642
Mean	3274.688995
Median Absolute Deviation (MAD)	500
Skewness	-0.2445574256
Sum	2737640
Variance	860291.2205
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
3000	272	32.5%
3500	123	14.7%
3800	100	12.0%
4700	48	5.7%
2500	38	4.5%
5000	33	3.9%
1750	30	3.6%
1050	19	2.3%
2800	19	2.3%
1200	17	2.0%
Other values (39)	137	16.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1020	4	0.5%
1050	19	2.3%
1080	4	0.5%
1100	1	0.1%
1200	17	2.0%
1500	3	0.4%
1550	7	0.8%
1750	30	3.6%
1900	5	0.6%
2000	7	0.8%

Value	Count	Frequency (%)
6000	6	0.7%
5000	33	3.9%
4900	1	0.1%
4780	2	0.2%
4700	48	5.7%
4600	1	0.1%
4550	1	0.1%
4440	8	1.0%
4300	1	0.1%
4230	11	1.3%

Price
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	253
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18220.34689

Minimum	479
Maximum	573000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	6.7 KiB

Quantile statistics

Minimum	479
5-th percentile	649
Q1	984.75
median	1697
Q3	18999
95-th percentile	56999
Maximum	573000
Range	572521
Interquartile range (IQR)	18014.25

Descriptive statistics

Standard deviation	52805.55022
Coefficient of variation (CV)	2.898163824
Kurtosis	83.99596667
Mean	18220.34689
Median Absolute Deviation (MAD)	1055
Skewness	8.505928436
Sum	15232210
Variance	2788426134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
649	32	3.8%
1199	19	2.3%
799	19	2.3%
1099	17	2.0%
1299	15	1.8%
24999	14	1.7%
1349	14	1.7%
599	12	1.4%
749	11	1.3%
18999	11	1.3%
Other values (243)	672	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
479	1	0.1%
539	1	0.1%
559	1	0.1%
595	1	0.1%
599	12	1.4%
629	6	0.7%
639	10	1.2%
645	1	0.1%
649	32	3.8%
650	2	0.2%

Value	Count	Frequency (%)
573000	4	0.5%
563000	2	0.2%
253000	1	0.1%
153000	1	0.1%
140300	5	0.6%
121300	2	0.2%
117100	6	0.7%
112450	1	0.1%
106600	2	0.2%
103000	1	0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0	Brand me	Ratings	RAM	ROM	Mobile_Size	Primary_Cam	Selfi_Cam	Battery_Power	Price
0	0	LG V30+ (Black, 128 )	4.3	4.0	128.0	6.00	48	13.0	4000	24999
1	1	I Kall K11	3.4	6.0	64.0	4.50	48	12.0	4000	15999
2	2	Nokia 105 ss	4.3	4.0	4.0	4.50	64	16.0	4000	15000
3	3	Samsung Galaxy A50 (White, 64 )	4.4	6.0	64.0	6.40	48	15.0	3800	18999
4	4	POCO F1 (Steel Blue, 128 )	4.5	6.0	128.0	6.18	35	15.0	3800	18999
5	5	Apple iPhone 11 Pro (Space Grey, 512 )	4.7	8.0	128.0	5.80	35	12.0	5000	140300
6	6	Samsung Galaxy A70s (Prism Crush Red, 128 )	4.4	8.0	128.0	6.70	64	5.0	4700	29999
7	7	Samsung Galaxy S10 Lite (Prism Blue, 512 )	4.5	8.0	128.0	6.70	48	12.0	4700	47999
8	8	OPPO A9 (Marble Green, 128 )	4.4	4.0	128.0	6.53	48	2.0	4020	16490
9	9	POCO F1 (Graphite Black, 256 )	4.5	8.0	256.0	6.18	35	5.0	3800	22999

Last rows

	Unnamed: 0	Brand me	Ratings	RAM	ROM	Mobile_Size	Primary_Cam	Selfi_Cam	Battery_Power	Price
826	826	Easyfone Amico	3.5	6.0	32.0	4.52	48	NaN	3500	2599
827	827	Apple iPhone 11 Pro Max (Gold, 64 )	4.7	8.0	64.0	6.50	35	12.0	3500	117100
828	828	Samsung Galaxy S8 Plus (Midnight Black, 64 )	4.6	4.0	64.0	6.20	35	8.0	3500	53990
829	829	Black Shark 2 (Shadow Black, 128 )	4.4	6.0	128.0	6.39	48	12.0	3800	31999
830	830	InFocus Vibe 1	3.6	6.0	32.0	4.50	48	NaN	3000	898
831	831	Karbonn K24 Plus Pro	3.8	6.0	32.0	4.54	48	12.0	2800	1299
832	832	InFocus POWER 2	4.1	8.0	64.0	4.54	64	NaN	2500	1390
833	833	Alcatel 5V (Spectrum Blue, 32 )	4.4	3.0	32.0	6.20	48	1.0	3800	9790
834	834	JIVI JV 12M	3.7	10.0	32.0	4.50	64	NaN	3500	799
835	835	Blacear B5 Grip	3.5	6.0	32.0	4.50	64	15.0	1050	799

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Most occurring scripts

Most frequent character per script

Most occurring blocks

Most frequent character per block

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows